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Module guide

Modul CS4521-KP12

Constructive Cognitive Science (CCS)

Duration:


2 Semester
Turnus of offer:


each semester
Credit points:


12
Course of studies, specific field and terms:
  • Master Computer Science 2019 (optional subject), advanced module, Arbitrary semester
  • Master Robotics and Autonomous Systems 2019 (optional subject), Additionally recognized elective module, 1st to 3th semester
Classes and lectures:
  • Human-Aware AI (Excercises with project, 3 SWS)
  • Human-Aware AI (lecture, 3 SWS)
  • Models for human intelligent Assistance (lecture, 3 SWS)
Workload:
  • 30 Hours exam preparation
  • 105 Hours private studies
  • 90 Hours work on project
  • 135 Hours in-classroom work
Contents of teaching:
  • Definition and Examples for Human-Centered and Human-Aware AI systems
  • Constructive Cognitive Science, Situation understanding and mental models
  • Explainable Human-AI Interaction
  • Cognitive Modelling especially cognitive architectures
  • Human-Robot Collaboration
  • Digital cognitive Twins and Physical Human Models
  • Intention recognition and Theory of Mind
  • Interactive task learning
  • Situated cognitive agents
  • Tracing the cognitive state of the human-in-the-loop
Qualification-goals/Competencies:
  • The students can enumerate central ideas, define the relevant concepts and explain the functioning of algorithms with help of application scenarios as well as apply the algorithms for all the items listed in contents of teaching.
Grading through:
  • exercises and project assignments
  • Oral examination
Responsible for this module:
Teachers:
Literature:
  • S.J. Russell: Human Compatible: Artificial Intelligence and the Problem of Control - Penguin Books, 2020
  • C.S. Nam, J.-Y. Jung, S. Lee (Eds.): Human-Centered Artificial Intelligence: Research and Applications - Elsevier, 2022
  • J.R. Anderson: How Can the Human Mind Occur in the Physical Universe? - Oxford University Press, 2007
  • B. Sneiderman: Human-Centered AI - Oxford University Press, 2022
Language:
  • offered only in English
Notes:

Admission requirements for taking the module:
- None

Admission requirements for participation in module examination(s):
- Successful completion of exercises and project tasks as specified at the beginning of the semester.

Module Exam(s):
- CS4505-L1: Constructive Cognitive Science, oral exam, 100% of the module grade.

Letzte Änderung:
2.5.2023